|
13 | 13 | */
|
14 | 14 | package io.trino.hive.formats.ion;
|
15 | 15 |
|
| 16 | +import com.amazon.ion.IonType; |
16 | 17 | import com.amazon.ion.IonWriter;
|
| 18 | +import com.amazon.ion.Timestamp; |
| 19 | +import com.google.common.collect.ImmutableList; |
| 20 | +import io.trino.hive.formats.line.Column; |
17 | 21 | import io.trino.spi.Page;
|
| 22 | +import io.trino.spi.block.ArrayBlock; |
| 23 | +import io.trino.spi.block.Block; |
| 24 | +import io.trino.spi.block.RowBlock; |
| 25 | +import io.trino.spi.block.SqlMap; |
| 26 | +import io.trino.spi.type.ArrayType; |
| 27 | +import io.trino.spi.type.BigintType; |
| 28 | +import io.trino.spi.type.BooleanType; |
| 29 | +import io.trino.spi.type.CharType; |
| 30 | +import io.trino.spi.type.DateType; |
| 31 | +import io.trino.spi.type.DecimalType; |
| 32 | +import io.trino.spi.type.DoubleType; |
| 33 | +import io.trino.spi.type.Int128; |
| 34 | +import io.trino.spi.type.IntegerType; |
| 35 | +import io.trino.spi.type.LongTimestamp; |
| 36 | +import io.trino.spi.type.MapType; |
| 37 | +import io.trino.spi.type.RealType; |
| 38 | +import io.trino.spi.type.RowType; |
| 39 | +import io.trino.spi.type.SmallintType; |
| 40 | +import io.trino.spi.type.TimestampType; |
| 41 | +import io.trino.spi.type.TinyintType; |
| 42 | +import io.trino.spi.type.Type; |
| 43 | +import io.trino.spi.type.VarbinaryType; |
| 44 | +import io.trino.spi.type.VarcharType; |
18 | 45 |
|
19 | 46 | import java.io.IOException;
|
| 47 | +import java.math.BigDecimal; |
| 48 | +import java.math.RoundingMode; |
| 49 | +import java.nio.charset.StandardCharsets; |
| 50 | +import java.time.LocalDate; |
| 51 | +import java.time.ZoneId; |
| 52 | +import java.util.Date; |
| 53 | +import java.util.List; |
| 54 | +import java.util.Optional; |
| 55 | +import java.util.function.IntFunction; |
20 | 56 |
|
21 |
| -public interface IonEncoder |
| 57 | +import static com.google.common.base.Preconditions.checkArgument; |
| 58 | + |
| 59 | +/** |
| 60 | + * An IonEncoder encodes Pages of trino data to an IonWriter. |
| 61 | + */ |
| 62 | +public class IonEncoder |
22 | 63 | {
|
| 64 | + private final RowEncoder rowEncoder; |
| 65 | + |
| 66 | + public IonEncoder(List<Column> columns) |
| 67 | + { |
| 68 | + rowEncoder = RowEncoder.forFields(columns.stream() |
| 69 | + .map(c -> new RowType.Field(Optional.of(c.name()), c.type())) |
| 70 | + .toList()); |
| 71 | + } |
| 72 | + |
23 | 73 | /**
|
24 |
| - * Encodes the Page into the IonWriter provided. |
25 |
| - * <p> |
26 |
| - * Will flush() the writer after encoding the page. |
27 |
| - * Expects that the calling code is responsible for closing |
28 |
| - * the writer after all pages are written. |
| 74 | + * Encode the page of data to the IonWriter. |
| 75 | + * <br> |
| 76 | + * IonWriter.flush() will be called after the page is written. |
29 | 77 | */
|
30 |
| - void encode(IonWriter writer, Page page) |
31 |
| - throws IOException; |
| 78 | + public void encode(IonWriter writer, Page page) |
| 79 | + throws IOException |
| 80 | + { |
| 81 | + for (int i = 0; i < page.getPositionCount(); i++) { |
| 82 | + rowEncoder.encodeStruct(writer, page::getBlock, i); |
| 83 | + } |
| 84 | + // todo: consider decoupling ion writer flushes from page sizes. |
| 85 | + writer.flush(); |
| 86 | + } |
| 87 | + |
| 88 | + private interface BlockEncoder |
| 89 | + { |
| 90 | + void encode(IonWriter writer, Block block, int position) |
| 91 | + throws IOException; |
| 92 | + } |
| 93 | + |
| 94 | + private static BlockEncoder encoderForType(Type type) |
| 95 | + { |
| 96 | + BlockEncoder encoder = switch (type) { |
| 97 | + case TinyintType _ -> BYTE_ENCODER; |
| 98 | + case SmallintType _ -> SHORT_ENCODER; |
| 99 | + case IntegerType _ -> INT_ENCODER; |
| 100 | + case BigintType _ -> LONG_ENCODER; |
| 101 | + case BooleanType _ -> BOOL_ENCODER; |
| 102 | + case VarbinaryType _ -> BINARY_ENCODER; |
| 103 | + case RealType _ -> REAL_ENCODER; |
| 104 | + case DoubleType _ -> DOUBLE_ENCODER; |
| 105 | + case VarcharType _, CharType _ -> STRING_ENCODER; |
| 106 | + case DateType _ -> DATE_ENCODER; |
| 107 | + case DecimalType t -> decimalEncoder(t); |
| 108 | + case TimestampType t -> timestampEncoder(t); |
| 109 | + case RowType t -> RowEncoder.forFields(t.getFields()); |
| 110 | + case MapType t -> new MapEncoder(t, t.getKeyType(), encoderForType(t.getValueType())); |
| 111 | + case ArrayType t -> new ArrayEncoder(encoderForType(t.getElementType())); |
| 112 | + default -> throw new IllegalArgumentException(String.format("Unsupported type: %s", type)); |
| 113 | + }; |
| 114 | + return wrapEncoder(encoder); |
| 115 | + } |
| 116 | + |
| 117 | + private static BlockEncoder wrapEncoder(BlockEncoder encoder) |
| 118 | + { |
| 119 | + return (writer, block, position) -> |
| 120 | + { |
| 121 | + if (block.isNull(position)) { |
| 122 | + writer.writeNull(); |
| 123 | + } |
| 124 | + else { |
| 125 | + encoder.encode(writer, block, position); |
| 126 | + } |
| 127 | + }; |
| 128 | + } |
| 129 | + |
| 130 | + private record RowEncoder(List<String> fieldNames, List<BlockEncoder> fieldEncoders) |
| 131 | + implements BlockEncoder |
| 132 | + { |
| 133 | + private static RowEncoder forFields(List<RowType.Field> fields) |
| 134 | + { |
| 135 | + ImmutableList.Builder<String> fieldNamesBuilder = ImmutableList.builder(); |
| 136 | + ImmutableList.Builder<BlockEncoder> fieldEncodersBuilder = ImmutableList.builder(); |
| 137 | + |
| 138 | + for (RowType.Field field : fields) { |
| 139 | + fieldNamesBuilder.add(field.getName().get()); |
| 140 | + fieldEncodersBuilder.add(encoderForType(field.getType())); |
| 141 | + } |
| 142 | + |
| 143 | + return new RowEncoder(fieldNamesBuilder.build(), fieldEncodersBuilder.build()); |
| 144 | + } |
| 145 | + |
| 146 | + @Override |
| 147 | + public void encode(IonWriter writer, Block block, int position) |
| 148 | + throws IOException |
| 149 | + { |
| 150 | + encodeStruct(writer, ((RowBlock) block)::getFieldBlock, position); |
| 151 | + } |
| 152 | + |
| 153 | + // used for encoding 'top-level' rows by the IonEncoder |
| 154 | + private void encodeStruct(IonWriter writer, IntFunction<Block> blockSelector, int position) |
| 155 | + throws IOException |
| 156 | + { |
| 157 | + writer.stepIn(IonType.STRUCT); |
| 158 | + for (int i = 0; i < fieldEncoders.size(); i++) { |
| 159 | + // fields are omitted by default, as was true in the hive serde. |
| 160 | + // there is an unimplemented hive legacy property of `ion.serialize_null` |
| 161 | + // that could be used to specify typed or untyped ion nulls instead. |
| 162 | + Block block = blockSelector.apply(i); |
| 163 | + if (block.isNull(position)) { |
| 164 | + continue; |
| 165 | + } |
| 166 | + writer.setFieldName(fieldNames.get(i)); |
| 167 | + fieldEncoders.get(i) |
| 168 | + .encode(writer, block, position); |
| 169 | + } |
| 170 | + writer.stepOut(); |
| 171 | + } |
| 172 | + } |
| 173 | + |
| 174 | + private record MapEncoder(MapType mapType, Type keyType, BlockEncoder encoder) |
| 175 | + implements BlockEncoder |
| 176 | + { |
| 177 | + public MapEncoder(MapType mapType, Type keyType, BlockEncoder encoder) |
| 178 | + { |
| 179 | + this.mapType = mapType; |
| 180 | + if (!(keyType instanceof VarcharType _ || keyType instanceof CharType _)) { |
| 181 | + throw new UnsupportedOperationException("Unsupported map key type: " + keyType); |
| 182 | + } |
| 183 | + this.keyType = keyType; |
| 184 | + this.encoder = encoder; |
| 185 | + } |
| 186 | + |
| 187 | + @Override |
| 188 | + public void encode(IonWriter writer, Block block, int position) |
| 189 | + throws IOException |
| 190 | + { |
| 191 | + SqlMap sqlMap = mapType.getObject(block, position); |
| 192 | + int rawOffset = sqlMap.getRawOffset(); |
| 193 | + Block rawKeyBlock = sqlMap.getRawKeyBlock(); |
| 194 | + Block rawValueBlock = sqlMap.getRawValueBlock(); |
| 195 | + |
| 196 | + writer.stepIn(IonType.STRUCT); |
| 197 | + for (int i = 0; i < sqlMap.getSize(); i++) { |
| 198 | + checkArgument(!rawKeyBlock.isNull(rawOffset + i), "map key is null"); |
| 199 | + writer.setFieldName(VarcharType.VARCHAR.getSlice(rawKeyBlock, rawOffset + i).toString(StandardCharsets.UTF_8)); |
| 200 | + encoder.encode(writer, rawValueBlock, rawOffset + i); |
| 201 | + } |
| 202 | + writer.stepOut(); |
| 203 | + } |
| 204 | + } |
| 205 | + |
| 206 | + private record ArrayEncoder(BlockEncoder elementEncoder) |
| 207 | + implements BlockEncoder |
| 208 | + { |
| 209 | + @Override |
| 210 | + public void encode(IonWriter writer, Block block, int position) |
| 211 | + throws IOException |
| 212 | + { |
| 213 | + writer.stepIn(IonType.LIST); |
| 214 | + Block elementBlock = ((ArrayBlock) block).getArray(position); |
| 215 | + for (int i = 0; i < elementBlock.getPositionCount(); i++) { |
| 216 | + elementEncoder.encode(writer, elementBlock, i); |
| 217 | + } |
| 218 | + writer.stepOut(); |
| 219 | + } |
| 220 | + } |
| 221 | + |
| 222 | + private static BlockEncoder timestampEncoder(TimestampType type) |
| 223 | + { |
| 224 | + if (type.isShort()) { |
| 225 | + return (writer, block, position) -> { |
| 226 | + long epochMicros = type.getLong(block, position); |
| 227 | + BigDecimal decimalMillis = BigDecimal.valueOf(epochMicros) |
| 228 | + .movePointLeft(3) |
| 229 | + .setScale(type.getPrecision() - 3, RoundingMode.UNNECESSARY); |
| 230 | + |
| 231 | + writer.writeTimestamp(Timestamp.forMillis(decimalMillis, 0)); |
| 232 | + }; |
| 233 | + } |
| 234 | + else { |
| 235 | + return (writer, block, position) -> { |
| 236 | + LongTimestamp longTimestamp = (LongTimestamp) type.getObject(block, position); |
| 237 | + BigDecimal picosOfMicros = BigDecimal.valueOf(longTimestamp.getPicosOfMicro()) |
| 238 | + .movePointLeft(9); |
| 239 | + BigDecimal decimalMillis = BigDecimal.valueOf(longTimestamp.getEpochMicros()) |
| 240 | + .movePointLeft(3) |
| 241 | + .add(picosOfMicros) |
| 242 | + .setScale(type.getPrecision() - 3, RoundingMode.UNNECESSARY); |
| 243 | + |
| 244 | + writer.writeTimestamp(Timestamp.forMillis(decimalMillis, 0)); |
| 245 | + }; |
| 246 | + } |
| 247 | + } |
| 248 | + |
| 249 | + private static BlockEncoder decimalEncoder(DecimalType type) |
| 250 | + { |
| 251 | + if (type.isShort()) { |
| 252 | + return (writer, block, position) -> { |
| 253 | + writer.writeDecimal(BigDecimal.valueOf(type.getLong(block, position), type.getScale())); |
| 254 | + }; |
| 255 | + } |
| 256 | + else { |
| 257 | + return (writer, block, position) -> { |
| 258 | + writer.writeDecimal(new BigDecimal(((Int128) type.getObject(block, position)).toBigInteger(), type.getScale())); |
| 259 | + }; |
| 260 | + } |
| 261 | + } |
| 262 | + |
| 263 | + private static final BlockEncoder BYTE_ENCODER = (writer, block, position) -> |
| 264 | + writer.writeInt(TinyintType.TINYINT.getLong(block, position)); |
| 265 | + |
| 266 | + private static final BlockEncoder SHORT_ENCODER = (writer, block, position) -> |
| 267 | + writer.writeInt(SmallintType.SMALLINT.getLong(block, position)); |
| 268 | + |
| 269 | + private static final BlockEncoder INT_ENCODER = (writer, block, position) -> |
| 270 | + writer.writeInt(IntegerType.INTEGER.getInt(block, position)); |
| 271 | + |
| 272 | + private static final BlockEncoder STRING_ENCODER = (writer, block, position) -> |
| 273 | + writer.writeString(VarcharType.VARCHAR.getSlice(block, position).toString(StandardCharsets.UTF_8)); |
| 274 | + |
| 275 | + private static final BlockEncoder BOOL_ENCODER = (writer, block, position) -> |
| 276 | + writer.writeBool(BooleanType.BOOLEAN.getBoolean(block, position)); |
| 277 | + |
| 278 | + private static final BlockEncoder BINARY_ENCODER = (writer, block, position) -> |
| 279 | + writer.writeBlob(VarbinaryType.VARBINARY.getSlice(block, position).getBytes()); |
| 280 | + |
| 281 | + private static final BlockEncoder LONG_ENCODER = (writer, block, position) -> |
| 282 | + writer.writeInt(BigintType.BIGINT.getLong(block, position)); |
| 283 | + |
| 284 | + private static final BlockEncoder REAL_ENCODER = (writer, block, position) -> |
| 285 | + writer.writeFloat(RealType.REAL.getFloat(block, position)); |
| 286 | + |
| 287 | + private static final BlockEncoder DOUBLE_ENCODER = (writer, block, position) -> |
| 288 | + writer.writeFloat(DoubleType.DOUBLE.getDouble(block, position)); |
| 289 | + |
| 290 | + private static final BlockEncoder DATE_ENCODER = (writer, block, position) -> |
| 291 | + writer.writeTimestamp( |
| 292 | + Timestamp.forDateZ( |
| 293 | + Date.from( |
| 294 | + LocalDate.ofEpochDay(DateType.DATE.getLong(block, position)) |
| 295 | + .atStartOfDay(ZoneId.of("UTC")) |
| 296 | + .toInstant()))); |
32 | 297 | }
|
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